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EEG-based multi-frequency band functional connectivity analysis and the application of spatio-temporal features in emotion recognition
16 references·1 citing·39 second hop
EEG-based multi-frequency band functional connectivity analysis and the application of spatio-temporal features in emotion recognition (2022)EEG-based multi-frequency band functional…Subject independent emotion recognition using EEG signals employing attention driven neural networks (2022)Subject independent emotion r…Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Investigating EEG-based funct…Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Emotion recognition using mul…EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and schizophrenia (2020)Application of deep learning …Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal (2019)Employing PCA and t-statistic…Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Emotion Recognition from Mult…EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)EEG Based Emotion Recognition…Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2018)Domain Adaptation Techniques …Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain (2017)Emotion Recognition from EEG …Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Real‐Time EEG‐Based Happiness Detection System (2013)Real‐Time EEG‐Based Happiness…Worry, generalized anxiety disorder, and emotion: Evidence from the EEG gamma band (2008)Worry, generalized anxiety di…Not all emotions are created equal: The negativity bias in social-emotional development. (2008)Not all emotions are created …Positive-Negative Asymmetry in Evaluations: The Distinction Between Affective and Informational Negativity Effects (1990)Positive-Negative Asymmetry i…EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image (2024)EEG emotion recognition using…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Beyond valence: Toward a model of emotion-specific influences on judgement and choice (2000)Bad is Stronger than Good (2001)Three‐month‐olds show a negativity bias in their social evaluations (2010)The accidental transgressor: Morally-relevant theory of mind (2011)Choices, Values, and Frames (2013)Research Note—When Do Consumers Value Positive vs. Negative Reviews? An Empirical Investigation of Confirmation Bias in Online Word of Mouth (2016)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Attitude change: Multiple roles for persuasion variables. (1998)Handbook of social psychology (2004)Anxious or Angry? Effects of Discrete Emotions on the Perceived Helpfulness of Online Reviews1 (2014)Communal and Agentic Content in Social Cognition (2014)Toward machine emotional intelligence: analysis of affective physiological state (2001)EEG-Based BCI Emotion Recognition: A Survey (2020)Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Emotion recognition based on EEG feature maps through deep learning network (2021)Thirteen Ways to Look at the Correlation Coefficient (1988)A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)EEG-Based Emotion Recognition in Music Listening (2010)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Recognition of human emotions using EEG signals: A review (2021)Measures of emotion: A review (2009)A Review of Emotion Recognition Using Physiological Signals (2018)EEG Based Emotion Recognition: A Tutorial and Review (2022)Approximate entropy as a measure of system complexity. (1991)Affective Computing (1997)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition (2021)Advance Machine Learning Methods for Dyslexia Biomarker Detection: A Review of Implementation Details and Challenges (2021)A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health From Social Media Big Data (2023)
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References

  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2008Not all emotions are created equal: The negativity bias in social-emotional development.1,186 cited
  • 1990Positive-Negative Asymmetry in Evaluations: The Distinction Between Affective and Informational Negativity Effects1,128 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2020Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review804 cited
  • 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations396 cited
  • 2018Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets359 cited
  • 2020Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and schizophrenia348 cited
  • 2019Emotion Recognition from Multiband EEG Signals Using CapsNet287 cited
  • 2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain285 cited
  • 2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognition238 cited
  • 2013Real‐Time EEG‐Based Happiness Detection System234 cited

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  • 2019Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal175 cited
  • 2008Worry, generalized anxiety disorder, and emotion: Evidence from the EEG gamma band151 cited
  • 2022Subject independent emotion recognition using EEG signals employing attention driven neural networks137 cited
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    • 2024EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image63 cited